How much did it rain

Dataset statistics

Number of variables	24
Number of observations	1143831
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	209.4 MiB
Average record size in memory	192.0 B

Variable types

Numeric	24

Alerts

`Kdp_5x5_10th` is highly overall correlated with `Kdp_5x5_90th` and 14 other fields	High correlation
`Kdp_5x5_90th` is highly overall correlated with `Kdp_5x5_10th` and 14 other fields	High correlation
`Ref` is highly overall correlated with `Kdp_5x5_10th` and 11 other fields	High correlation
`RefComposite` is highly overall correlated with `Kdp_5x5_10th` and 12 other fields	High correlation
`RefComposite_5x5_10th` is highly overall correlated with `Kdp_5x5_10th` and 12 other fields	High correlation
`RefComposite_5x5_50th` is highly overall correlated with `Kdp_5x5_10th` and 12 other fields	High correlation
`RefComposite_5x5_90th` is highly overall correlated with `Kdp_5x5_10th` and 12 other fields	High correlation
`Ref_5x5_10th` is highly overall correlated with `Kdp_5x5_10th` and 11 other fields	High correlation
`Ref_5x5_50th` is highly overall correlated with `Kdp_5x5_10th` and 11 other fields	High correlation
`Ref_5x5_90th` is highly overall correlated with `Kdp_5x5_10th` and 11 other fields	High correlation
`RhoHV` is highly overall correlated with `Kdp_5x5_10th` and 14 other fields	High correlation
`RhoHV_5x5_10th` is highly overall correlated with `Kdp_5x5_10th` and 14 other fields	High correlation
`RhoHV_5x5_50th` is highly overall correlated with `Kdp_5x5_10th` and 14 other fields	High correlation
`RhoHV_5x5_90th` is highly overall correlated with `Kdp_5x5_10th` and 6 other fields	High correlation
`Zdr` is highly overall correlated with `Zdr_5x5_50th` and 1 other fields	High correlation
`Zdr_5x5_10th` is highly overall correlated with `Kdp_5x5_10th` and 6 other fields	High correlation
`Zdr_5x5_50th` is highly overall correlated with `Zdr`	High correlation
`Zdr_5x5_90th` is highly overall correlated with `Kdp_5x5_10th` and 12 other fields	High correlation
`radardist_km` is highly overall correlated with `Zdr_5x5_90th`	High correlation
`Id` is uniformly distributed	Uniform
`Id` has unique values	Unique
`Ref` has 416082 (36.4%) zeros	Zeros
`Ref_5x5_10th` has 511637 (44.7%) zeros	Zeros
`Ref_5x5_50th` has 438143 (38.3%) zeros	Zeros
`Ref_5x5_90th` has 357419 (31.2%) zeros	Zeros
`RefComposite` has 407941 (35.7%) zeros	Zeros
`RefComposite_5x5_10th` has 497951 (43.5%) zeros	Zeros
`RefComposite_5x5_50th` has 429784 (37.6%) zeros	Zeros
`RefComposite_5x5_90th` has 349029 (30.5%) zeros	Zeros
`RhoHV` has 555533 (48.6%) zeros	Zeros
`RhoHV_5x5_10th` has 640660 (56.0%) zeros	Zeros
`RhoHV_5x5_50th` has 575058 (50.3%) zeros	Zeros
`RhoHV_5x5_90th` has 496446 (43.4%) zeros	Zeros
`Zdr` has 558981 (48.9%) zeros	Zeros
`Zdr_5x5_10th` has 642303 (56.2%) zeros	Zeros
`Zdr_5x5_50th` has 580251 (50.7%) zeros	Zeros
`Zdr_5x5_90th` has 497059 (43.5%) zeros	Zeros
`Kdp` has 613306 (53.6%) zeros	Zeros
`Kdp_5x5_10th` has 690032 (60.3%) zeros	Zeros
`Kdp_5x5_50th` has 630864 (55.2%) zeros	Zeros
`Kdp_5x5_90th` has 558679 (48.8%) zeros	Zeros

Reproduction

Analysis started	2024-07-12 15:29:56.553014
Analysis finished	2024-07-12 15:35:33.806085
Duration	5 minutes and 37.25 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Id
Real number (ℝ)

UNIFORM UNIQUE

Distinct	1143831
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	590529.04

Minimum	1
Maximum	1180945
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1
5-th percentile	59054.5
Q1	295439.5
median	590662
Q3	885831.5
95-th percentile	1121666
Maximum	1180945
Range	1180944
Interquartile range (IQR)	590392

Descriptive statistics

Standard deviation	340825.86
Coefficient of variation (CV)	0.57715344
Kurtosis	-1.1994352
Mean	590529.04
Median Absolute Deviation (MAD)	295196
Skewness	-0.00067790659
Sum	6.7546542 × 10¹¹
Variance	1.1616227 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
787080	1	< 0.1%
787086	1	< 0.1%
787085	1	< 0.1%
787084	1	< 0.1%
787083	1	< 0.1%
787082	1	< 0.1%
787081	1	< 0.1%
787079	1	< 0.1%
787071	1	< 0.1%
Other values (1143821)	1143821	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
1180945	1	< 0.1%
1180944	1	< 0.1%
1180943	1	< 0.1%
1180942	1	< 0.1%
1180941	1	< 0.1%
1180939	1	< 0.1%
1180938	1	< 0.1%
1180936	1	< 0.1%
1180935	1	< 0.1%
1180934	1	< 0.1%

minutes_past
Real number (ℝ)

Distinct	1052
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.515431

Minimum	1
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1
5-th percentile	27
Q1	28.666667
median	29.538462
Q3	30.4
95-th percentile	31.866667
Maximum	58
Range	57
Interquartile range (IQR)	1.7333333

Descriptive statistics

Standard deviation	1.6964263
Coefficient of variation (CV)	0.057475911
Kurtosis	25.731985
Mean	29.515431
Median Absolute Deviation (MAD)	0.87179487
Skewness	-0.81491389
Sum	33760665
Variance	2.8778621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	32997	2.9%
29	25793	2.3%
29.5	21677	1.9%
30.5	17959	1.6%
28	16969	1.5%
31	16531	1.4%
28.5	15578	1.4%
31.5	11978	1.0%
29.66666667	10327	0.9%
29.33333333	9575	0.8%
Other values (1042)	964447	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	14	< 0.1%
2	74	< 0.1%
5	19	< 0.1%
6	88	< 0.1%
7	19	< 0.1%
8	16	< 0.1%
9	2	< 0.1%
9.4	115	< 0.1%
9.666666667	67	< 0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
58	71	< 0.1%
54	17	< 0.1%
53	1	< 0.1%
52.5	4	< 0.1%
52	37	< 0.1%
50.5	3	< 0.1%
49.5	26	< 0.1%
49	4	< 0.1%
48	41	< 0.1%
47	12	< 0.1%

radardist_km
Real number (ℝ)

HIGH CORRELATION

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.110971

Minimum	0
Maximum	21
Zeros	4229
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	9
median	12
Q3	14
95-th percentile	17
Maximum	21
Range	21
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.2330721
Coefficient of variation (CV)	0.38098129
Kurtosis	-0.28749478
Mean	11.110971
Median Absolute Deviation (MAD)	3
Skewness	-0.39848491
Sum	12709073
Variance	17.918899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
12	128717	11.3%
10	106014	9.3%
13	104987	9.2%
11	100618	8.8%
15	94489	8.3%
14	87173	7.6%
9	78571	6.9%
16	62885	5.5%
8	53384	4.7%
7	49337	4.3%
Other values (12)	277656	24.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4229	0.4%
1	16633	1.5%
2	24290	2.1%
3	24010	2.1%
4	30022	2.6%
5	35490	3.1%
6	40650	3.6%
7	49337	4.3%
8	53384	4.7%
9	78571	6.9%

Value	Count	Frequency (%)
21	426	< 0.1%
20	7538	0.7%
19	21500	1.9%
18	23570	2.1%
17	49298	4.3%
16	62885	5.5%
15	94489	8.3%
14	87173	7.6%
13	104987	9.2%
12	128717	11.3%

Ref
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10163
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.597386

Minimum	-28.416667
Maximum	59.5
Zeros	416082
Zeros (%)	36.4%
Negative	6297
Negative (%)	0.6%
Memory size	8.7 MiB

Quantile statistics

Minimum	-28.416667
5-th percentile	0
Q1	0
median	15.2
Q3	23.333333
95-th percentile	33.0625
Maximum	59.5
Range	87.916667
Interquartile range (IQR)	23.333333

Descriptive statistics

Standard deviation	12.160997
Coefficient of variation (CV)	0.89436279
Kurtosis	-1.2251983
Mean	13.597386
Median Absolute Deviation (MAD)	13.1
Skewness	0.1924818
Sum	15553112
Variance	147.88984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	416082	36.4%
15	4608	0.4%
14.5	4542	0.4%
15.5	4435	0.4%
16.5	4434	0.4%
16	4388	0.4%
14	4311	0.4%
13.5	4229	0.4%
17	4186	0.4%
13	3953	0.3%
Other values (10153)	688663	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-28.41666667	1	< 0.1%
-26.83333333	1	< 0.1%
-26.75	2	< 0.1%
-25.5	1	< 0.1%
-24.5	1	< 0.1%
-20.58333333	2	< 0.1%
-19.75	1	< 0.1%
-19.66666667	1	< 0.1%
-19.25	2	< 0.1%
-19	1	< 0.1%

Value	Count	Frequency (%)
59.5	1	< 0.1%
58	2	< 0.1%
57.16666667	2	< 0.1%
56.875	1	< 0.1%
56.5	1	< 0.1%
56.30769231	1	< 0.1%
56.25	1	< 0.1%
56	1	< 0.1%
55.5	2	< 0.1%
55.16666667	3	< 0.1%

Ref_5x5_10th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9494
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.244166

Minimum	-30.166667
Maximum	50.307692
Zeros	511637
Zeros (%)	44.7%
Negative	9336
Negative (%)	0.8%
Memory size	8.7 MiB

Quantile statistics

Minimum	-30.166667
5-th percentile	0
Q1	0
median	9.8333333
Q3	19.2
95-th percentile	28.454545
Maximum	50.307692
Range	80.474359
Interquartile range (IQR)	19.2

Descriptive statistics

Standard deviation	10.748828
Coefficient of variation (CV)	1.0492633
Kurtosis	-1.1270519
Mean	10.244166
Median Absolute Deviation (MAD)	9.8333333
Skewness	0.43474461
Sum	11717595
Variance	115.53731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	511637	44.7%
13	4833	0.4%
13.5	4815	0.4%
14.5	4656	0.4%
15	4653	0.4%
14	4648	0.4%
12.5	4493	0.4%
12	4285	0.4%
15.5	4279	0.4%
16	4187	0.4%
Other values (9484)	591345	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-30.16666667	1	< 0.1%
-30	1	< 0.1%
-29.75	1	< 0.1%
-28.5	2	< 0.1%
-28.33333333	2	< 0.1%
-26.75	4	< 0.1%
-24.5	3	< 0.1%
-24	3	< 0.1%
-23.75	1	< 0.1%
-23.15625	2	< 0.1%

Value	Count	Frequency (%)
50.30769231	1	< 0.1%
50	1	< 0.1%
49.625	1	< 0.1%
49.6	1	< 0.1%
49.25	2	< 0.1%
49	4	< 0.1%
48.33333333	1	< 0.1%
47.5	2	< 0.1%
47.25	3	< 0.1%
47	3	< 0.1%

Ref_5x5_50th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10500
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.056558

Minimum	-28.583333
Maximum	56
Zeros	438143
Zeros (%)	38.3%
Negative	7039
Negative (%)	0.6%
Memory size	8.7 MiB

Quantile statistics

Minimum	-28.583333
5-th percentile	0
Q1	0
median	14.333333
Q3	22.928571
95-th percentile	32.708333
Maximum	56
Range	84.583333
Interquartile range (IQR)	22.928571

Descriptive statistics

Standard deviation	12.122299
Coefficient of variation (CV)	0.92844524
Kurtosis	-1.2327138
Mean	13.056558
Median Absolute Deviation (MAD)	14.333333
Skewness	0.24741519
Sum	14934496
Variance	146.95013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	438143	38.3%
14.5	4158	0.4%
15	4144	0.4%
14	4033	0.4%
15.5	3971	0.3%
13.5	3954	0.3%
13	3825	0.3%
16.5	3775	0.3%
12.5	3764	0.3%
16	3684	0.3%
Other values (10490)	670380	58.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-28.58333333	1	< 0.1%
-28	2	< 0.1%
-26	2	< 0.1%
-22	1	< 0.1%
-20.8	1	< 0.1%
-20.5625	1	< 0.1%
-20	1	< 0.1%
-19.66666667	3	< 0.1%
-19	2	< 0.1%
-18.875	2	< 0.1%

Value	Count	Frequency (%)
56	1	< 0.1%
55.38461538	1	< 0.1%
55.16666667	2	< 0.1%
54.31818182	1	< 0.1%
54.25	1	< 0.1%
54	2	< 0.1%
53.125	1	< 0.1%
52.875	1	< 0.1%
52.5	1	< 0.1%
52.16666667	1	< 0.1%

Ref_5x5_90th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11355
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.597232

Minimum	-24.25
Maximum	62.5
Zeros	357419
Zeros (%)	31.2%
Negative	4358
Negative (%)	0.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-24.25
5-th percentile	0
Q1	0
median	18.25
Q3	27.346154
95-th percentile	37.769231
Maximum	62.5
Range	86.75
Interquartile range (IQR)	27.346154

Descriptive statistics

Standard deviation	13.540507
Coefficient of variation (CV)	0.81582922
Kurtosis	-1.2143158
Mean	16.597232
Median Absolute Deviation (MAD)	12.34375
Skewness	0.072014542
Sum	18984428
Variance	183.34533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	357419	31.2%
15	3518	0.3%
14	3448	0.3%
14.5	3438	0.3%
16	3385	0.3%
16.5	3381	0.3%
15.5	3354	0.3%
13.5	3270	0.3%
13	3200	0.3%
12.5	3045	0.3%
Other values (11345)	756373	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24.25	1	< 0.1%
-23.75	1	< 0.1%
-23.33333333	1	< 0.1%
-19.58333333	2	< 0.1%
-19	1	< 0.1%
-18.5	1	< 0.1%
-17.5	1	< 0.1%
-16.6	1	< 0.1%
-16.25	3	< 0.1%
-15.25	1	< 0.1%

Value	Count	Frequency (%)
62.5	1	< 0.1%
60.83333333	1	< 0.1%
59.83333333	1	< 0.1%
59.73076923	1	< 0.1%
58.84615385	3	< 0.1%
58.66666667	3	< 0.1%
58.59090909	1	< 0.1%
58.35	1	< 0.1%
58.2	1	< 0.1%
58.15384615	1	< 0.1%

RefComposite
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10435
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.739561

Minimum	-25.166667
Maximum	91.5
Zeros	407941
Zeros (%)	35.7%
Negative	4688
Negative (%)	0.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-25.166667
5-th percentile	0
Q1	0
median	16.444444
Q3	25.076923
95-th percentile	35.5
Maximum	91.5
Range	116.66667
Interquartile range (IQR)	25.076923

Descriptive statistics

Standard deviation	12.950007
Coefficient of variation (CV)	0.87858834
Kurtosis	-1.2341357
Mean	14.739561
Median Absolute Deviation (MAD)	13.524306
Skewness	0.16949188
Sum	16859567
Variance	167.70267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	407941	35.7%
15	4115	0.4%
16	4093	0.4%
14.5	4049	0.4%
16.5	4021	0.4%
15.5	3979	0.3%
17	3979	0.3%
14	3861	0.3%
17.5	3696	0.3%
13.5	3671	0.3%
Other values (10425)	700426	61.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25.16666667	1	< 0.1%
-22.33333333	2	< 0.1%
-22	2	< 0.1%
-20.41666667	1	< 0.1%
-19.33333333	1	< 0.1%
-19	1	< 0.1%
-17.75	1	< 0.1%
-17.5	1	< 0.1%
-17.33333333	4	< 0.1%
-17.3	2	< 0.1%

Value	Count	Frequency (%)
91.5	1	< 0.1%
70.8	2	< 0.1%
67	1	< 0.1%
65	2	< 0.1%
58.84615385	1	< 0.1%
58.25	1	< 0.1%
58	2	< 0.1%
57.5	1	< 0.1%
57.16666667	2	< 0.1%
57	1	< 0.1%

RefComposite_5x5_10th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9901
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.581767

Minimum	-28
Maximum	53.961538
Zeros	497951
Zeros (%)	43.5%
Negative	6116
Negative (%)	0.5%
Memory size	8.7 MiB

Quantile statistics

Minimum	-28
5-th percentile	0
Q1	0
median	11.928571
Q3	21.285714
95-th percentile	31.472222
Maximum	53.961538
Range	81.961538
Interquartile range (IQR)	21.285714

Descriptive statistics

Standard deviation	11.772445
Coefficient of variation (CV)	1.0164637
Kurtosis	-1.1643636
Mean	11.581767
Median Absolute Deviation (MAD)	11.928571
Skewness	0.39699272
Sum	13247584
Variance	138.59047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	497951	43.5%
13.5	4357	0.4%
14.5	4229	0.4%
14	4217	0.4%
15	4188	0.4%
13	4092	0.4%
15.5	4074	0.4%
12.5	3860	0.3%
16	3841	0.3%
17	3701	0.3%
Other values (9891)	609321	53.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-28	1	< 0.1%
-27.75	1	< 0.1%
-26.7	4	< 0.1%
-26.58333333	2	< 0.1%
-25	2	< 0.1%
-24.75	1	< 0.1%
-24.58333333	1	< 0.1%
-23.7	1	< 0.1%
-23	2	< 0.1%
-22.875	1	< 0.1%

Value	Count	Frequency (%)
53.96153846	1	< 0.1%
53.5	1	< 0.1%
53.25	1	< 0.1%
51.875	3	< 0.1%
51.83333333	2	< 0.1%
51.75	1	< 0.1%
51.64285714	1	< 0.1%
50.57142857	1	< 0.1%
50.5	5	< 0.1%
50.4375	1	< 0.1%

RefComposite_5x5_50th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10679
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.209253

Minimum	-25.416667
Maximum	58.5
Zeros	429784
Zeros (%)	37.6%
Negative	4968
Negative (%)	0.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-25.416667
5-th percentile	0
Q1	0
median	15.583333
Q3	24.692308
95-th percentile	35.166667
Maximum	58.5
Range	83.916667
Interquartile range (IQR)	24.692308

Descriptive statistics

Standard deviation	12.932945
Coefficient of variation (CV)	0.91017764
Kurtosis	-1.2457546
Mean	14.209253
Median Absolute Deviation (MAD)	14.916667
Skewness	0.22171928
Sum	16252984
Variance	167.26105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	429784	37.6%
13.5	3731	0.3%
15.5	3697	0.3%
14.5	3692	0.3%
15	3689	0.3%
14	3566	0.3%
16	3541	0.3%
16.5	3410	0.3%
13	3349	0.3%
17	3330	0.3%
Other values (10669)	682042	59.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25.41666667	1	< 0.1%
-24.91666667	1	< 0.1%
-22.83333333	2	< 0.1%
-21.58333333	1	< 0.1%
-20.85714286	1	< 0.1%
-20.5	1	< 0.1%
-19.7	1	< 0.1%
-19.28571429	1	< 0.1%
-18.5	3	< 0.1%
-17.92857143	1	< 0.1%

Value	Count	Frequency (%)
58.5	1	< 0.1%
56.95	1	< 0.1%
56.83333333	2	< 0.1%
55.63636364	1	< 0.1%
55.5	1	< 0.1%
55	1	< 0.1%
54.75	3	< 0.1%
54.73076923	3	< 0.1%
54.63636364	4	< 0.1%
54.40909091	1	< 0.1%

RefComposite_5x5_90th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11552
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.654124

Minimum	-22.583333
Maximum	74.166667
Zeros	349029
Zeros (%)	30.5%
Negative	3729
Negative (%)	0.3%
Memory size	8.7 MiB

Quantile statistics

Minimum	-22.583333
5-th percentile	0
Q1	0
median	19.357143
Q3	28.95
95-th percentile	39.769231
Maximum	74.166667
Range	96.75
Interquartile range (IQR)	28.95

Descriptive statistics

Standard deviation	14.19985
Coefficient of variation (CV)	0.80433614
Kurtosis	-1.216815
Mean	17.654124
Median Absolute Deviation (MAD)	12.692857
Skewness	0.052559354
Sum	20193334
Variance	201.63574
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	349029	30.5%
14.5	3368	0.3%
15	3328	0.3%
16.5	3270	0.3%
15.5	3265	0.3%
13.5	3236	0.3%
14	3210	0.3%
16	3123	0.3%
17	3010	0.3%
13	2983	0.3%
Other values (11542)	766009	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.58333333	1	< 0.1%
-19.58333333	1	< 0.1%
-18.5	1	< 0.1%
-17.5	1	< 0.1%
-15.33333333	1	< 0.1%
-15	3	< 0.1%
-14.91666667	1	< 0.1%
-14.6	1	< 0.1%
-14.5	1	< 0.1%
-14.4	1	< 0.1%

Value	Count	Frequency (%)
74.16666667	2	< 0.1%
72.3	2	< 0.1%
67.61111111	2	< 0.1%
66.65	4	< 0.1%
65.11538462	1	< 0.1%
65	1	< 0.1%
64.83333333	2	< 0.1%
64.05	2	< 0.1%
64	1	< 0.1%
63.25	2	< 0.1%

RhoHV
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	113323
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50282541

Minimum	0
Maximum	1.0516667
Zeros	555533
Zeros (%)	48.6%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.7913889
Q3	0.99233334
95-th percentile	1.0283334
Maximum	1.0516667
Range	1.0516667
Interquartile range (IQR)	0.99233334

Descriptive statistics

Standard deviation	0.49095799
Coefficient of variation (CV)	0.97639851
Kurtosis	-1.9774229
Mean	0.50282541
Median Absolute Deviation (MAD)	0.2602778
Skewness	-0.034037092
Sum	575147.3
Variance	0.24103975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	555533	48.6%
1.0516667	24614	2.2%
0.99833333	2222	0.2%
0.995	2147	0.2%
1.005	1758	0.2%
1.0116667	1719	0.2%
1.0016667	1717	0.2%
0.9916667	1575	0.1%
0.98833334	1253	0.1%
1.0083333	1124	0.1%
Other values (113313)	550169	48.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	555533	48.6%
0.20833333	115	< 0.1%
0.21166667	2	< 0.1%
0.21333333	1	< 0.1%
0.215	12	< 0.1%
0.21833333	2	< 0.1%
0.22166666	2	< 0.1%
0.225	1	< 0.1%
0.22833334	2	< 0.1%
0.23166667	4	< 0.1%

Value	Count	Frequency (%)
1.0516667	24614	2.2%
1.051363673	1	< 0.1%
1.05133337	4	< 0.1%
1.051296333	9	< 0.1%
1.051250038	17	< 0.1%
1.051190514	3	< 0.1%
1.05111115	25	< 0.1%
1.05100004	29	< 0.1%
1.050925967	4	< 0.1%
1.050833375	65	< 0.1%

RhoHV_5x5_10th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	112560
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.40460479

Minimum	0
Maximum	1.0516667
Zeros	640660
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.94166666
95-th percentile	0.98633335
Maximum	1.0516667
Range	1.0516667
Interquartile range (IQR)	0.94166666

Descriptive statistics

Standard deviation	0.46199828
Coefficient of variation (CV)	1.1418508
Kurtosis	-1.8779284
Mean	0.40460479
Median Absolute Deviation (MAD)	0
Skewness	0.29338806
Sum	462799.5
Variance	0.21344241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	640660	56.0%
0.97833335	2492	0.2%
0.98833334	2198	0.2%
0.985	2171	0.2%
0.9816667	2085	0.2%
0.9916667	2029	0.2%
0.975	1938	0.2%
0.995	1688	0.1%
0.9716667	1461	0.1%
0.96833336	1405	0.1%
Other values (112550)	485704	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	640660	56.0%
0.20833333	326	< 0.1%
0.209166665	1	< 0.1%
0.2094444433	2	< 0.1%
0.21	3	< 0.1%
0.21033333	1	< 0.1%
0.2105555517	1	< 0.1%
0.2105555533	3	< 0.1%
0.21083333	2	< 0.1%
0.210999996	4	< 0.1%

Value	Count	Frequency (%)
1.0516667	61	< 0.1%
1.05000005	6	< 0.1%
1.0491667	2	< 0.1%
1.0483334	13	< 0.1%
1.047222267	1	< 0.1%
1.0466667	2	< 0.1%
1.045833375	4	< 0.1%
1.0450001	14	< 0.1%
1.04500005	3	< 0.1%
1.044444517	1	< 0.1%

RhoHV_5x5_50th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	100161
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.48402623

Minimum	0
Maximum	1.0516667
Zeros	575058
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.98958334
95-th percentile	1.0107778
Maximum	1.0516667
Range	1.0516667
Interquartile range (IQR)	0.98958334

Descriptive statistics

Standard deviation	0.48906079
Coefficient of variation (CV)	1.0104014
Kurtosis	-1.9803476
Mean	0.48402623
Median Absolute Deviation (MAD)	0
Skewness	0.033471365
Sum	553644.21
Variance	0.23918046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	575058	50.3%
0.99833333	5306	0.5%
0.995	3960	0.3%
1.0516667	2932	0.3%
0.9916667	2592	0.2%
1.0016667	2511	0.2%
1.005	2253	0.2%
0.98833334	2168	0.2%
0.985	1646	0.1%
1.0116667	1503	0.1%
Other values (100151)	543902	47.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	575058	50.3%
0.20833333	190	< 0.1%
0.21166667	5	< 0.1%
0.215	3	< 0.1%
0.21833333	2	< 0.1%
0.2194444433	1	< 0.1%
0.22166666	5	< 0.1%
0.2249999975	1	< 0.1%
0.225	12	< 0.1%
0.22833334	6	< 0.1%

Value	Count	Frequency (%)
1.0516667	2932	0.3%
1.051388925	1	< 0.1%
1.051363673	1	< 0.1%
1.051296333	10	< 0.1%
1.051250038	5	< 0.1%
1.051190514	10	< 0.1%
1.051153885	1	< 0.1%
1.05111115	23	< 0.1%
1.051060645	1	< 0.1%
1.05100004	18	< 0.1%

RhoHV_5x5_90th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	82731
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57453996

Minimum	0
Maximum	1.0516667
Zeros	496446
Zeros (%)	43.4%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.99194446
Q3	1.0264815
95-th percentile	1.0516667
Maximum	1.0516667
Range	1.0516667
Interquartile range (IQR)	1.0264815

Descriptive statistics

Standard deviation	0.50440341
Coefficient of variation (CV)	0.87792573
Kurtosis	-1.9241075
Mean	0.57453996
Median Absolute Deviation (MAD)	0.05972224
Skewness	-0.25395883
Sum	657176.61
Variance	0.2544228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	496446	43.4%
1.0516667	87066	7.6%
0.99833333	9297	0.8%
1.0416667	1977	0.2%
1.0316667	1437	0.1%
1.0383334	1169	0.1%
1.04500005	1057	0.1%
1.0483334	1032	0.1%
1.05000005	968	0.1%
1.0505556	911	0.1%
Other values (82721)	542471	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	496446	43.4%
0.20833333	96	< 0.1%
0.21166667	4	< 0.1%
0.215	2	< 0.1%
0.22	1	< 0.1%
0.22166666	3	< 0.1%
0.225	8	< 0.1%
0.22833334	4	< 0.1%
0.23166667	6	< 0.1%
0.235	2	< 0.1%

Value	Count	Frequency (%)
1.0516667	87066	7.6%
1.051491263	11	< 0.1%
1.051481517	25	< 0.1%
1.051470624	28	< 0.1%
1.051458369	52	< 0.1%
1.05144448	58	< 0.1%
1.051428607	169	< 0.1%
1.051410292	238	< 0.1%
1.051388925	183	< 0.1%
1.051363673	224	< 0.1%

Zdr
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9183
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.30503052

Minimum	-7.875
Maximum	7.9375
Zeros	558981
Zeros (%)	48.9%
Negative	130242
Negative (%)	11.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-7.875
5-th percentile	-0.3125
Q1	0
median	0
Q3	0.45535714
95-th percentile	1.609375
Maximum	7.9375
Range	15.8125
Interquartile range (IQR)	0.45535714

Descriptive statistics

Standard deviation	0.83686392
Coefficient of variation (CV)	2.7435416
Kurtosis	23.484836
Mean	0.30503052
Median Absolute Deviation (MAD)	0.026041667
Skewness	3.2932542
Sum	348903.37
Variance	0.70034122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	558981	48.9%
0.3125	4156	0.4%
0.375	4128	0.4%
0.1875	4035	0.4%
0.25	3968	0.3%
0.125	3898	0.3%
0.4375	3876	0.3%
0.5	3844	0.3%
0.5625	3780	0.3%
0.0625	3732	0.3%
Other values (9173)	549433	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.875	113	< 0.1%
-7.8125	5	< 0.1%
-7.75	7	< 0.1%
-7.625	2	< 0.1%
-7.5625	2	< 0.1%
-7.5	2	< 0.1%
-7.4375	8	< 0.1%
-7.3125	2	< 0.1%
-7.25	1	< 0.1%
-7.1875	1	< 0.1%

Value	Count	Frequency (%)
7.9375	1443	0.1%
7.927083333	1	< 0.1%
7.925	1	< 0.1%
7.919117647	4	< 0.1%
7.916666667	4	< 0.1%
7.90625	2	< 0.1%
7.895833333	4	< 0.1%
7.890625	3	< 0.1%
7.8875	1	< 0.1%
7.875	44	< 0.1%

Zdr_5x5_10th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8153
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.34825884

Minimum	-7.875
Maximum	7.9375
Zeros	642303
Zeros (%)	56.2%
Negative	444730
Negative (%)	38.9%
Memory size	8.7 MiB

Quantile statistics

Minimum	-7.875
5-th percentile	-1.5625
Q1	-0.64583333
median	0
Q3	0
95-th percentile	0
Maximum	7.9375
Range	15.8125
Interquartile range (IQR)	0.64583333

Descriptive statistics

Standard deviation	0.66073554
Coefficient of variation (CV)	-1.8972542
Kurtosis	12.712837
Mean	-0.34825884
Median Absolute Deviation (MAD)	0
Skewness	-2.0732429
Sum	-398349.25
Variance	0.43657146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	642303	56.2%
-0.8125	4302	0.4%
-0.6875	4291	0.4%
-0.75	4284	0.4%
-0.625	4270	0.4%
-0.9375	4173	0.4%
-0.875	4067	0.4%
-0.5625	4061	0.4%
-1	3943	0.3%
-0.5	3862	0.3%
Other values (8143)	464275	40.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.875	147	< 0.1%
-7.78125	1	< 0.1%
-7.71875	1	< 0.1%
-7.6875	4	< 0.1%
-7.640625	1	< 0.1%
-7.633928571	1	< 0.1%
-7.625	3	< 0.1%
-7.541666667	1	< 0.1%
-7.53125	2	< 0.1%
-7.520833333	3	< 0.1%

Value	Count	Frequency (%)
7.9375	7	< 0.1%
7.895833333	1	< 0.1%
7.775735294	4	< 0.1%
7.75	2	< 0.1%
7.741666667	1	< 0.1%
7.696428571	2	< 0.1%
7.6875	1	< 0.1%
7.625	1	< 0.1%
7.604166667	4	< 0.1%
7.5625	1	< 0.1%

Zdr_5x5_50th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8657
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11067311

Minimum	-7.875
Maximum	7.9375
Zeros	580251
Zeros (%)	50.7%
Negative	187722
Negative (%)	16.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-7.875
5-th percentile	-0.5
Q1	0
median	0
Q3	0.2
95-th percentile	0.90104167
Maximum	7.9375
Range	15.8125
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.57351096
Coefficient of variation (CV)	5.1820261
Kurtosis	32.659451
Mean	0.11067311
Median Absolute Deviation (MAD)	0
Skewness	1.9988421
Sum	126591.34
Variance	0.32891482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	580251	50.7%
0.125	5339	0.5%
0.0625	5234	0.5%
0.1875	5071	0.4%
-0.0625	4980	0.4%
0.25	4672	0.4%
-0.125	4611	0.4%
0.3125	4605	0.4%
0.375	4339	0.4%
-0.1875	4210	0.4%
Other values (8647)	520519	45.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.875	67	< 0.1%
-7.8125	6	< 0.1%
-7.75	1	< 0.1%
-7.71875	3	< 0.1%
-7.5625	1	< 0.1%
-7.4375	2	< 0.1%
-7.375	2	< 0.1%
-7.298611111	1	< 0.1%
-7.270833333	2	< 0.1%
-7.1875	2	< 0.1%

Value	Count	Frequency (%)
7.9375	93	< 0.1%
7.925	1	< 0.1%
7.921875	1	< 0.1%
7.919642857	3	< 0.1%
7.91875	1	< 0.1%
7.916666667	1	< 0.1%
7.90625	2	< 0.1%
7.901785714	3	< 0.1%
7.897321429	1	< 0.1%
7.895833333	2	< 0.1%

Zdr_5x5_90th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12123
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1220044

Minimum	-7.875
Maximum	7.9375
Zeros	497059
Zeros (%)	43.5%
Negative	14136
Negative (%)	1.2%
Memory size	8.7 MiB

Quantile statistics

Minimum	-7.875
5-th percentile	0
Q1	0
median	0.859375
Q3	1.921875
95-th percentile	3.5125
Maximum	7.9375
Range	15.8125
Interquartile range (IQR)	1.921875

Descriptive statistics

Standard deviation	1.4079423
Coefficient of variation (CV)	1.2548456
Kurtosis	3.9356273
Mean	1.1220044
Median Absolute Deviation (MAD)	0.859375
Skewness	1.310843
Sum	1283383.4
Variance	1.9823015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	497059	43.5%
1.5625	3129	0.3%
1.4375	3087	0.3%
1.625	3080	0.3%
1.6875	3056	0.3%
1.75	3024	0.3%
1.5	2999	0.3%
1.375	2987	0.3%
1.8125	2952	0.3%
1.3125	2950	0.3%
Other values (12113)	619508	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.875	303	< 0.1%
-7.84375	2	< 0.1%
-7.8125	8	< 0.1%
-7.75	10	< 0.1%
-7.6875	7	< 0.1%
-7.625	8	< 0.1%
-7.59375	2	< 0.1%
-7.5625	7	< 0.1%
-7.53125	1	< 0.1%
-7.5	5	< 0.1%

Value	Count	Frequency (%)
7.9375	1872	0.2%
7.93359375	2	< 0.1%
7.933333333	1	< 0.1%
7.933035714	2	< 0.1%
7.932692308	4	< 0.1%
7.932291667	4	< 0.1%
7.931818182	4	< 0.1%
7.93125	2	< 0.1%
7.930921053	1	< 0.1%
7.9296875	6	< 0.1%

Kdp
Real number (ℝ)

ZEROS

Distinct	268616
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.023006798

Minimum	-72.5
Maximum	122.44
Zeros	613306
Zeros (%)	53.6%
Negative	256511
Negative (%)	22.4%
Memory size	8.7 MiB

Quantile statistics

Minimum	-72.5
5-th percentile	-1.773339
Q1	0
median	0
Q3	0
95-th percentile	1.9266612
Maximum	122.44
Range	194.94
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9017676
Coefficient of variation (CV)	82.661114
Kurtosis	154.41454
Mean	0.023006798
Median Absolute Deviation (MAD)	0
Skewness	0.0084732228
Sum	26315.889
Variance	3.6167199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	613306	53.6%
0.34999084	2140	0.2%
-0.3500061	2034	0.2%
1.0599976	1412	0.1%
-1.4100037	1291	0.1%
-1.0599976	1290	0.1%
-0.7100067	1265	0.1%
0.70999146	1226	0.1%
1.4099884	1144	0.1%
1.7599945	1116	0.1%
Other values (268606)	517607	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-72.5	3	< 0.1%
-70.48	1	< 0.1%
-65.3	1	< 0.1%
-65.100006	4	< 0.1%
-62.420006	1	< 0.1%
-61.240005	1	< 0.1%
-60.490005	1	< 0.1%
-59.620003	1	< 0.1%
-59.4	1	< 0.1%
-57.83	1	< 0.1%

Value	Count	Frequency (%)
122.44	1	< 0.1%
111.92999	1	< 0.1%
89.41998	1	< 0.1%
78.100006	2	< 0.1%
76.44	1	< 0.1%
75.389991	3	< 0.1%
73.95	2	< 0.1%
69.37999	1	< 0.1%
65.11	1	< 0.1%
56.73999	1	< 0.1%

Kdp_5x5_10th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	195319
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.455163

Minimum	-47.490005
Maximum	1.6299896
Zeros	690032
Zeros (%)	60.3%
Negative	453725
Negative (%)	39.7%
Memory size	8.7 MiB

Quantile statistics

Minimum	-47.490005
5-th percentile	-5.7600046
Q1	-2.6591695
median	0
Q3	0
95-th percentile	0
Maximum	1.6299896
Range	49.119995
Interquartile range (IQR)	2.6591695

Descriptive statistics

Standard deviation	2.3105277
Coefficient of variation (CV)	-1.5878137
Kurtosis	14.764914
Mean	-1.455163
Median Absolute Deviation (MAD)	0
Skewness	-2.5655682
Sum	-1664460.6
Variance	5.3385383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	690032	60.3%
-1.4100037	3241	0.3%
-1.7600098	2838	0.2%
-1.0599976	2249	0.2%
-2.4700012	2222	0.2%
-2.8200073	2040	0.2%
-2.1200104	1967	0.2%
-3.1699982	1958	0.2%
-3.5200043	1563	0.1%
-0.7100067	1334	0.1%
Other values (195309)	434387	38.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-47.490005	3	< 0.1%
-44.78	4	< 0.1%
-44.680008	1	< 0.1%
-44.04001	3	< 0.1%
-43.699997	1	< 0.1%
-42.880005	4	< 0.1%
-42.28	3	< 0.1%
-41.83	1	< 0.1%
-41.47	3	< 0.1%
-40.809998	1	< 0.1%

Value	Count	Frequency (%)
1.6299896	1	< 0.1%
1.4099884	1	< 0.1%
1.0699921	2	< 0.1%
1.0599976	6	< 0.1%
1.050003	3	< 0.1%
0.91999817	3	< 0.1%
0.70999146	1	< 0.1%
0.69999695	5	< 0.1%
0.3600006	2	< 0.1%
0.34999084	43	< 0.1%

Kdp_5x5_50th
Real number (ℝ)

ZEROS

Distinct	208647
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.38654381

Minimum	-55.020004
Maximum	9.479996
Zeros	630864
Zeros (%)	55.2%
Negative	363233
Negative (%)	31.8%
Memory size	8.7 MiB

Quantile statistics

Minimum	-55.020004
5-th percentile	-2.3500061
Q1	-0.17833455
median	0
Q3	0
95-th percentile	0.28832945
Maximum	9.479996
Range	64.5
Interquartile range (IQR)	0.17833455

Descriptive statistics

Standard deviation	1.4347684
Coefficient of variation (CV)	-3.7117872
Kurtosis	114.78067
Mean	-0.38654381
Median Absolute Deviation (MAD)	0
Skewness	-8.0266765
Sum	-442140.79
Variance	2.0585603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	630864	55.2%
-0.3500061	3886	0.3%
0.34999084	2682	0.2%
-1.0599976	2194	0.2%
-1.4100037	2145	0.2%
-0.7100067	2028	0.2%
-1.7600098	1575	0.1%
-0.17500305	1375	0.1%
-2.4700012	1013	0.1%
-0.69999695	1009	0.1%
Other values (208637)	495060	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-55.020004	2	< 0.1%
-54.47	3	< 0.1%
-50.015007	1	< 0.1%
-49.410004	1	< 0.1%
-49.240005	1	< 0.1%
-48.12001	1	< 0.1%
-47.92	1	< 0.1%
-45.809998	1	< 0.1%
-44.949997	2	< 0.1%
-43.880005	1	< 0.1%

Value	Count	Frequency (%)
9.479996	1	< 0.1%
7.3099976	1	< 0.1%
6.98999	2	< 0.1%
6.769989	2	< 0.1%
6.7299957	2	< 0.1%
6.330002	1	< 0.1%
6.25	2	< 0.1%
6.1399994	1	< 0.1%
6.0399933	3	< 0.1%
5.970001	1	< 0.1%

Kdp_5x5_90th
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	317993
Distinct (%)	27.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9296944

Minimum	-100.20001
Maximum	90.54001
Zeros	558679
Zeros (%)	48.8%
Negative	29965
Negative (%)	2.6%
Memory size	8.7 MiB

Quantile statistics

Minimum	-100.20001
5-th percentile	0
Q1	0
median	0
Q3	3.7200012
95-th percentile	7.0409032
Maximum	90.54001
Range	190.74001
Interquartile range (IQR)	3.7200012

Descriptive statistics

Standard deviation	3.0182145
Coefficient of variation (CV)	1.5640894
Kurtosis	24.193689
Mean	1.9296944
Median Absolute Deviation (MAD)	0.46332797
Skewness	0.30811349
Sum	2207244.3
Variance	9.1096188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	558679	48.8%
1.7599945	1072	0.1%
1.4099884	983	0.1%
1.0599976	930	0.1%
0.34999084	907	0.1%
2.4700012	809	0.1%
2.819992	799	0.1%
0.70999146	704	0.1%
2.119995	704	0.1%
3.1699982	619	0.1%
Other values (317983)	577625	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-100.200005	1	< 0.1%
-70.920006	1	< 0.1%
-68.26	3	< 0.1%
-61.47	1	< 0.1%
-60.86	1	< 0.1%
-60.760002	3	< 0.1%
-59.660004	1	< 0.1%
-59.280006	1	< 0.1%
-59.15	1	< 0.1%
-58.72	1	< 0.1%

Value	Count	Frequency (%)
90.54001	2	< 0.1%
82.50998	1	< 0.1%
78.01999	1	< 0.1%
68.54999	2	< 0.1%
68.34999	1	< 0.1%
60.78	1	< 0.1%
59.729996	1	< 0.1%
57.189987	1	< 0.1%
56.89	2	< 0.1%
55.319992	1	< 0.1%

Expected
Real number (ℝ)

Distinct	2586
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.813477

Minimum	0.010000005
Maximum	1939.799
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0.010000005
5-th percentile	0.25400013
Q1	0.25400013
median	1.0160005
Q3	3.3020017
95-th percentile	151.38408
Maximum	1939.799
Range	1939.789
Interquartile range (IQR)	3.0480016

Descriptive statistics

Standard deviation	177.40177
Coefficient of variation (CV)	4.8189353
Kurtosis	46.223906
Mean	36.813477
Median Absolute Deviation (MAD)	0.76200037
Skewness	6.5270058
Sum	42108397
Variance	31471.387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25400013	295423	25.8%
0.50800025	121834	10.7%
1.0160005	69179	6.0%
0.7620004	45197	4.0%
1.2700007	38154	3.3%
2.032001	29548	2.6%
1.778001	24672	2.2%
1.5240008	23837	2.1%
2.2860012	23353	2.0%
0.010000005	17113	1.5%
Other values (2576)	455521	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.010000005	2452	0.2%
0.010000005	17113	1.5%
0.02000001	847	0.1%
0.02000001	5152	0.5%
0.025000013	14	< 0.1%
0.030000018	6493	0.6%
0.04000002	506	< 0.1%
0.04000002	3391	0.3%
0.050000027	512	< 0.1%
0.050000027	2365	0.2%

Value	Count	Frequency (%)
1939.799	31	< 0.1%
1809.243	130	< 0.1%
1808.989	1	< 0.1%
1808.7349	149	< 0.1%
1808.227	274	< 0.1%
1807.7189	3	< 0.1%
1807.4651	1	< 0.1%
1804.9249	1	< 0.1%
1804.417	1	< 0.1%
1804.163	1	< 0.1%

Auto

Heatmap
Table

	Expected	Id	Kdp	Kdp_5x5_10th	Kdp_5x5_50th	Kdp_5x5_90th	Ref	RefComposite	RefComposite_5x5_10th	RefComposite_5x5_50th	RefComposite_5x5_90th	Ref_5x5_10th	Ref_5x5_50th	Ref_5x5_90th	RhoHV	RhoHV_5x5_10th	RhoHV_5x5_50th	RhoHV_5x5_90th	Zdr	Zdr_5x5_10th	Zdr_5x5_50th	Zdr_5x5_90th	minutes_past	radardist_km
Expected	1.000	0.003	0.003	-0.080	0.017	0.058	0.229	0.219	0.213	0.219	0.219	0.227	0.230	0.228	0.030	0.065	0.041	0.003	0.015	-0.005	0.038	0.008	-0.000	0.020
Id	0.003	1.000	0.000	-0.002	-0.008	0.008	-0.008	-0.008	-0.010	-0.009	-0.008	-0.009	-0.009	-0.007	0.006	-0.002	0.004	0.011	0.002	-0.009	-0.005	0.009	0.006	0.002
Kdp	0.003	0.000	1.000	-0.007	0.138	0.083	0.019	0.017	0.016	0.017	0.017	0.019	0.019	0.018	0.035	0.030	0.037	0.027	0.017	-0.006	0.009	0.020	-0.002	-0.020
Kdp_5x5_10th	-0.080	-0.002	-0.007	1.000	0.282	-0.779	-0.572	-0.583	-0.608	-0.594	-0.581	-0.597	-0.586	-0.573	-0.650	-0.811	-0.735	-0.563	-0.371	0.707	-0.369	-0.636	-0.017	0.385
Kdp_5x5_50th	0.017	-0.008	0.138	0.282	1.000	-0.309	-0.149	-0.154	-0.147	-0.155	-0.159	-0.141	-0.150	-0.154	-0.358	-0.244	-0.354	-0.372	-0.150	0.315	0.030	-0.323	-0.006	0.128
Kdp_5x5_90th	0.058	0.008	0.083	-0.779	-0.309	1.000	0.543	0.549	0.557	0.556	0.551	0.551	0.553	0.547	0.717	0.683	0.755	0.681	0.373	-0.636	0.250	0.696	0.014	-0.365
Ref	0.229	-0.008	0.019	-0.572	-0.149	0.543	1.000	0.984	0.927	0.970	0.950	0.926	0.980	0.960	0.505	0.570	0.539	0.444	0.317	-0.358	0.303	0.485	0.012	-0.368
RefComposite	0.219	-0.008	0.017	-0.583	-0.154	0.549	0.984	1.000	0.938	0.983	0.964	0.919	0.971	0.961	0.517	0.588	0.553	0.452	0.337	-0.365	0.326	0.508	0.013	-0.412
RefComposite_5x5_10th	0.213	-0.010	0.016	-0.608	-0.147	0.557	0.927	0.938	1.000	0.954	0.913	0.976	0.947	0.909	0.521	0.617	0.567	0.438	0.343	-0.379	0.350	0.508	0.014	-0.435
RefComposite_5x5_50th	0.219	-0.009	0.017	-0.594	-0.155	0.556	0.970	0.983	0.954	1.000	0.960	0.934	0.985	0.957	0.523	0.601	0.562	0.453	0.342	-0.374	0.335	0.512	0.013	-0.422
RefComposite_5x5_90th	0.219	-0.008	0.017	-0.581	-0.159	0.551	0.950	0.964	0.913	0.960	1.000	0.895	0.947	0.988	0.518	0.581	0.550	0.462	0.340	-0.370	0.324	0.517	0.012	-0.411
Ref_5x5_10th	0.227	-0.009	0.019	-0.597	-0.141	0.551	0.926	0.919	0.976	0.934	0.895	1.000	0.944	0.901	0.508	0.598	0.552	0.429	0.320	-0.370	0.323	0.479	0.014	-0.386
Ref_5x5_50th	0.230	-0.009	0.019	-0.586	-0.150	0.553	0.980	0.971	0.947	0.985	0.947	0.944	1.000	0.956	0.513	0.586	0.551	0.445	0.322	-0.367	0.314	0.489	0.013	-0.380
Ref_5x5_90th	0.228	-0.007	0.018	-0.573	-0.154	0.547	0.960	0.961	0.909	0.957	0.988	0.901	0.956	1.000	0.508	0.567	0.539	0.455	0.324	-0.365	0.308	0.499	0.012	-0.377
RhoHV	0.030	0.006	0.035	-0.650	-0.358	0.717	0.505	0.517	0.521	0.523	0.518	0.508	0.513	0.508	1.000	0.772	0.893	0.821	0.417	-0.556	0.152	0.715	0.014	-0.429
RhoHV_5x5_10th	0.065	-0.002	0.030	-0.811	-0.244	0.683	0.570	0.588	0.617	0.601	0.581	0.598	0.586	0.567	0.772	1.000	0.865	0.624	0.380	-0.624	0.356	0.597	0.017	-0.480
RhoHV_5x5_50th	0.041	0.004	0.037	-0.735	-0.354	0.755	0.539	0.553	0.567	0.562	0.550	0.552	0.551	0.539	0.893	0.865	1.000	0.776	0.386	-0.620	0.238	0.688	0.016	-0.445
RhoHV_5x5_90th	0.003	0.011	0.027	-0.563	-0.372	0.681	0.444	0.452	0.438	0.453	0.462	0.429	0.445	0.455	0.821	0.624	0.776	1.000	0.358	-0.538	0.081	0.780	0.010	-0.397
Zdr	0.015	0.002	0.017	-0.371	-0.150	0.373	0.317	0.337	0.343	0.342	0.340	0.320	0.322	0.324	0.417	0.380	0.386	0.358	1.000	-0.143	0.520	0.560	0.019	-0.389
Zdr_5x5_10th	-0.005	-0.009	-0.006	0.707	0.315	-0.636	-0.358	-0.365	-0.379	-0.374	-0.370	-0.370	-0.367	-0.365	-0.556	-0.624	-0.620	-0.538	-0.143	1.000	-0.049	-0.523	-0.010	0.262
Zdr_5x5_50th	0.038	-0.005	0.009	-0.369	0.030	0.250	0.303	0.326	0.350	0.335	0.324	0.323	0.314	0.308	0.152	0.356	0.238	0.081	0.520	-0.049	1.000	0.357	0.021	-0.374
Zdr_5x5_90th	0.008	0.009	0.020	-0.636	-0.323	0.696	0.485	0.508	0.508	0.512	0.517	0.479	0.489	0.499	0.715	0.597	0.688	0.780	0.560	-0.523	0.357	1.000	0.019	-0.536
minutes_past	-0.000	0.006	-0.002	-0.017	-0.006	0.014	0.012	0.013	0.014	0.013	0.012	0.014	0.013	0.012	0.014	0.017	0.016	0.010	0.019	-0.010	0.021	0.019	1.000	-0.014
radardist_km	0.020	0.002	-0.020	0.385	0.128	-0.365	-0.368	-0.412	-0.435	-0.422	-0.411	-0.386	-0.380	-0.377	-0.429	-0.480	-0.445	-0.397	-0.389	0.262	-0.374	-0.536	-0.014	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Id	minutes_past	radardist_km	Ref	Ref_5x5_10th	Ref_5x5_50th	Ref_5x5_90th	RefComposite	RefComposite_5x5_10th	RefComposite_5x5_50th	RefComposite_5x5_90th	RhoHV	RhoHV_5x5_10th	RhoHV_5x5_50th	RhoHV_5x5_90th	Zdr	Zdr_5x5_10th	Zdr_5x5_50th	Zdr_5x5_90th	Kdp	Kdp_5x5_10th	Kdp_5x5_50th	Kdp_5x5_90th	Expected
0	1	29.833333	10.0	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.254000
1	2	29.083333	2.0	16.625000	13.666667	17.375	21.333333	22.666667	20.375000	22.916667	25.916667	0.998611	0.993611	0.998333	1.000000	0.380208	0.119792	0.416667	0.781250	-0.288187	-1.448893	-0.319096	1.116661	1.016001
2	3	30.750000	10.0	0.000000	0.000000	0.000	8.500000	0.000000	0.000000	0.000000	8.500000	0.000000	0.000000	0.000000	0.801667	0.000000	0.000000	0.000000	2.062500	0.000000	0.000000	0.000000	0.000000	26.162014
3	4	28.153846	9.0	26.600000	20.071429	25.800	30.269231	26.666667	21.090909	25.115385	32.230769	0.988333	0.000000	0.988333	1.015833	-1.125000	0.000000	0.500000	1.515625	7.029999	0.000000	0.000000	6.329994	4.064002
4	5	28.714286	13.0	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	774.700440
5	6	29.833333	13.0	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.254000
6	7	30.933333	13.0	14.750000	10.500000	12.500	14.428571	14.750000	11.500000	14.875000	15.714286	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.508000
7	8	31.083333	8.0	19.600000	18.083333	19.200	24.863636	24.590909	22.250000	23.727273	28.590909	0.931667	0.936667	0.993333	1.014524	1.156250	-0.593750	0.531250	1.026786	0.002499	-3.963338	-0.217506	3.734997	3.225002
8	9	28.384615	18.0	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	18.288010
9	10	27.333333	10.0	33.958333	30.291667	33.625	37.125000	34.791667	32.125000	34.791667	38.000000	0.902778	0.835833	0.945833	0.987500	0.255208	-1.031250	0.526042	2.838542	-1.404172	-5.938337	0.176662	6.999995	0.010000

	Id	minutes_past	radardist_km	Ref	Ref_5x5_10th	Ref_5x5_50th	Ref_5x5_90th	RefComposite	RefComposite_5x5_10th	RefComposite_5x5_50th	RefComposite_5x5_90th	RhoHV	RhoHV_5x5_10th	RhoHV_5x5_50th	RhoHV_5x5_90th	Zdr	Zdr_5x5_10th	Zdr_5x5_50th	Zdr_5x5_90th	Kdp	Kdp_5x5_10th	Kdp_5x5_50th	Kdp_5x5_90th	Expected
1143821	1180934	30.764706	11.0	26.666667	24.375000	29.083333	33.906250	29.166667	26.000000	28.071429	35.468750	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	2.540001
1143822	1180935	30.571429	14.0	17.000000	13.500000	16.250000	19.555556	18.250000	16.000000	17.375000	20.944444	1.007381	0.936667	0.905000	1.016852	-0.544643	-0.875	-1.133929	1.173611	-0.660006	-4.560005	-1.911434	5.551427	0.508000
1143823	1180936	29.714286	12.0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	26.162014
1143824	1180938	28.363636	10.0	19.000000	0.000000	19.000000	19.166667	23.000000	14.000000	23.000000	24.333333	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.508000
1143825	1180939	29.666667	10.0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	166.370090
1143826	1180941	31.166667	15.0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	1728.978900
1143827	1180942	28.461538	9.0	15.666667	13.000000	15.888889	19.950000	17.333333	14.000000	15.900000	19.772727	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	1.524001
1143828	1180943	26.500000	14.0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.254000
1143829	1180944	30.764706	11.0	26.666667	24.375000	29.083333	33.906250	29.166667	26.000000	28.071429	35.468750	0.000000	0.000000	0.000000	0.000000	0.000000	0.000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	3.556002
1143830	1180945	28.384615	9.0	28.166667	18.142857	27.000000	36.500000	29.666667	17.944444	28.958333	37.730769	1.046667	0.845000	1.023333	1.051667	0.875000	-1.125	0.562500	3.020833	9.724991	0.000000	-8.029999	9.724991	8.636004

Overview

Variables

Interactions

Correlations

Missing values

Sample